Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 195 |
| Missing cells | 674 |
| Missing cells (%) | 18.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 29.1 KiB |
| Average record size in memory | 152.7 B |
Variable types
| Text | 2 |
|---|---|
| Numeric | 15 |
| Unsupported | 1 |
| Categorical | 1 |
Co2-Emissions per ton is highly overall correlated with GDP and 2 other fields | High correlation |
GDP is highly overall correlated with Co2-Emissions per ton and 3 other fields | High correlation |
Population is highly overall correlated with Co2-Emissions per ton and 1 other fields | High correlation |
Infant mortality is highly overall correlated with Minimum wage and 4 other fields | High correlation |
Minimum wage is highly overall correlated with Infant mortality and 3 other fields | High correlation |
temperature is highly overall correlated with Infant mortality and 3 other fields | High correlation |
Gini's index is highly overall correlated with Prevalence of moderate or severe food insecurity in the total population (percent) (2022) | High correlation |
GDP per capita is highly overall correlated with Infant mortality and 3 other fields | High correlation |
Human Development Index (2021) is highly overall correlated with GDP and 5 other fields | High correlation |
Prevalence of moderate or severe food insecurity in the total population (percent) (2022) is highly overall correlated with Co2-Emissions per ton and 7 other fields | High correlation |
ideal temperature? is highly overall correlated with temperature | High correlation |
Country Code has 193 (99.0%) missing values | Missing |
Agricultural Land( %) has 7 (3.6%) missing values | Missing |
Co2-Emissions per ton has 7 (3.6%) missing values | Missing |
CPI has 17 (8.7%) missing values | Missing |
GDP has 2 (1.0%) missing values | Missing |
Infant mortality has 6 (3.1%) missing values | Missing |
Minimum wage has 45 (23.1%) missing values | Missing |
Unemployment rate has 19 (9.7%) missing values | Missing |
Population: Labor force participation (%) has 19 (9.7%) missing values | Missing |
temperature change per country in 2022 has 195 (100.0%) missing values | Missing |
temperature has 49 (25.1%) missing values | Missing |
Precipitation Depth (mm/year) has 15 (7.7%) missing values | Missing |
Gini's index has 45 (23.1%) missing values | Missing |
Human Development Index (2021) has 5 (2.6%) missing values | Missing |
Prevalence of moderate or severe food insecurity in the total population (percent) (2022) has 48 (24.6%) missing values | Missing |
Country has unique values | Unique |
temperature change per country in 2022 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2023-11-17 02:43:28.737177 |
|---|---|
| Analysis finished | 2023-11-17 02:44:17.942668 |
| Duration | 49.21 seconds |
| Software version | ydata-profiling vv4.6.1 |
| Download configuration | config.json |
Country
Text
UNIQUE
| Distinct | 195 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 KiB |
Length
| Max length | 32 |
|---|---|
| Median length | 22 |
| Mean length | 8.9076923 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1737 |
|---|---|
| Distinct characters | 52 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 195 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Afghanistan |
|---|---|
| 2nd row | Albania |
| 3rd row | Algeria |
| 4th row | Andorra |
| 5th row | Angola |
| Value | Count | Frequency (%) |
| republic | 6 | 2.3% |
| and | 6 | 2.3% |
| the | 5 | 1.9% |
| of | 4 | 1.6% |
| saint | 3 | 1.2% |
| united | 3 | 1.2% |
| guinea | 3 | 1.2% |
| south | 3 | 1.2% |
| korea | 2 | 0.8% |
| sudan | 2 | 0.8% |
| Other values (216) | 221 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 262 | |
| i | 153 | 8.8% |
| n | 135 | 7.8% |
| e | 119 | 6.9% |
| r | 94 | 5.4% |
| o | 94 | 5.4% |
| t | 75 | 4.3% |
| u | 68 | 3.9% |
| 63 | 3.6% | |
| l | 60 | 3.5% |
| Other values (42) | 614 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1427 | |
| Uppercase Letter | 246 | 14.2% |
| Space Separator | 63 | 3.6% |
| Dash Punctuation | 1 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 262 | |
| i | 153 | |
| n | 135 | |
| e | 119 | 8.3% |
| r | 94 | 6.6% |
| o | 94 | 6.6% |
| t | 75 | 5.3% |
| u | 68 | 4.8% |
| l | 60 | 4.2% |
| s | 54 | 3.8% |
| Other values (16) | 313 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 30 | 12.2% |
| M | 20 | 8.1% |
| C | 19 | 7.7% |
| B | 19 | 7.7% |
| A | 16 | 6.5% |
| T | 15 | 6.1% |
| N | 14 | 5.7% |
| G | 14 | 5.7% |
| L | 12 | 4.9% |
| I | 11 | 4.5% |
| Other values (14) | 76 |
Space Separator
| Value | Count | Frequency (%) |
| 63 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1673 | |
| Common | 64 | 3.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 262 | |
| i | 153 | 9.1% |
| n | 135 | 8.1% |
| e | 119 | 7.1% |
| r | 94 | 5.6% |
| o | 94 | 5.6% |
| t | 75 | 4.5% |
| u | 68 | 4.1% |
| l | 60 | 3.6% |
| s | 54 | 3.2% |
| Other values (40) | 559 |
Common
| Value | Count | Frequency (%) |
| 63 | ||
| - | 1 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1737 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 262 | |
| i | 153 | 8.8% |
| n | 135 | 7.8% |
| e | 119 | 6.9% |
| r | 94 | 5.4% |
| o | 94 | 5.4% |
| t | 75 | 4.3% |
| u | 68 | 3.9% |
| 63 | 3.6% | |
| l | 60 | 3.5% |
| Other values (42) | 614 |
Country Code
Text
MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 193 |
| Missing (%) | 99.0% |
| Memory size | 1.6 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 6 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | AFG |
|---|---|
| 2nd row | ALB |
| Value | Count | Frequency (%) |
| afg | 1 | |
| alb | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 2 | |
| F | 1 | |
| G | 1 | |
| L | 1 | |
| B | 1 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 6 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 2 | |
| F | 1 | |
| G | 1 | |
| L | 1 | |
| B | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 2 | |
| F | 1 | |
| G | 1 | |
| L | 1 | |
| B | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 2 | |
| F | 1 | |
| G | 1 | |
| L | 1 | |
| B | 1 |
Agricultural Land( %)
Real number (ℝ)
MISSING
| Distinct | 168 |
|---|---|
| Distinct (%) | 89.4% |
| Missing | 7 |
| Missing (%) | 3.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.39117553 |
| Minimum | 0.006 |
|---|---|
| Maximum | 0.826 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.006 |
|---|---|
| 5-th percentile | 0.04915 |
| Q1 | 0.217 |
| median | 0.396 |
| Q3 | 0.55375 |
| 95-th percentile | 0.7485 |
| Maximum | 0.826 |
| Range | 0.82 |
| Interquartile range (IQR) | 0.33675 |
Descriptive statistics
| Standard deviation | 0.21783052 |
|---|---|
| Coefficient of variation (CV) | 0.55686131 |
| Kurtosis | -0.94699995 |
| Mean | 0.39117553 |
| Median Absolute Deviation (MAD) | 0.176 |
| Skewness | 0.090843607 |
| Sum | 73.541 |
| Variance | 0.047450135 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.174 | 3 | 1.5% |
| 0.734 | 2 | 1.0% |
| 0.233 | 2 | 1.0% |
| 0.393 | 2 | 1.0% |
| 0.345 | 2 | 1.0% |
| 0.311 | 2 | 1.0% |
| 0.715 | 2 | 1.0% |
| 0.648 | 2 | 1.0% |
| 0.231 | 2 | 1.0% |
| 0.027 | 2 | 1.0% |
| Other values (158) | 167 | |
| (Missing) | 7 | 3.6% |
| Value | Count | Frequency (%) |
| 0.006 | 1 | |
| 0.009 | 1 | |
| 0.014 | 1 | |
| 0.026 | 1 | |
| 0.027 | 2 | |
| 0.034 | 1 | |
| 0.038 | 1 | |
| 0.039 | 1 | |
| 0.046 | 1 | |
| 0.055 | 1 |
| Value | Count | Frequency (%) |
| 0.826 | 1 | |
| 0.808 | 1 | |
| 0.804 | 1 | |
| 0.798 | 1 | |
| 0.792 | 1 | |
| 0.777 | 1 | |
| 0.776 | 1 | |
| 0.764 | 1 | |
| 0.758 | 1 | |
| 0.752 | 1 |
Co2-Emissions per ton
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 184 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 7 |
| Missing (%) | 3.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 177799.24 |
| Minimum | 11 |
|---|---|
| Maximum | 9893038 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 187.7 |
| Q1 | 2304.25 |
| median | 12303 |
| Q3 | 63884.25 |
| 95-th percentile | 556874.15 |
| Maximum | 9893038 |
| Range | 9893027 |
| Interquartile range (IQR) | 61580 |
Descriptive statistics
| Standard deviation | 838790.27 |
|---|---|
| Coefficient of variation (CV) | 4.7176257 |
| Kurtosis | 102.74825 |
| Mean | 177799.24 |
| Median Absolute Deviation (MAD) | 12072 |
| Skewness | 9.5735134 |
| Sum | 33426257 |
| Variance | 7.0356911 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 143 | 2 | 1.0% |
| 495 | 2 | 1.0% |
| 28284 | 2 | 1.0% |
| 2017 | 2 | 1.0% |
| 7407 | 1 | 0.5% |
| 120369 | 1 | 0.5% |
| 41023 | 1 | 0.5% |
| 63457 | 1 | 0.5% |
| 201150 | 1 | 0.5% |
| 224 | 1 | 0.5% |
| Other values (174) | 174 | |
| (Missing) | 7 | 3.6% |
| Value | Count | Frequency (%) |
| 11 | 1 | |
| 51 | 1 | |
| 66 | 1 | |
| 121 | 1 | |
| 128 | 1 | |
| 143 | 2 | |
| 147 | 1 | |
| 169 | 1 | |
| 180 | 1 | |
| 202 | 1 |
| Value | Count | Frequency (%) |
| 9893038 | 1 | |
| 5006302 | 1 | |
| 2407672 | 1 | |
| 1732027 | 1 | |
| 1135886 | 1 | |
| 727973 | 1 | |
| 661710 | 1 | |
| 620302 | 1 | |
| 563449 | 1 | |
| 563325 | 1 |
CPI
Real number (ℝ)
MISSING
| Distinct | 175 |
|---|---|
| Distinct (%) | 98.3% |
| Missing | 17 |
| Missing (%) | 8.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 190.46096 |
| Minimum | 99.03 |
|---|---|
| Maximum | 4583.71 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 99.03 |
|---|---|
| 5-th percentile | 104.8505 |
| Q1 | 113.885 |
| median | 125.34 |
| Q3 | 157.265 |
| 95-th percentile | 267.6375 |
| Maximum | 4583.71 |
| Range | 4484.68 |
| Interquartile range (IQR) | 43.38 |
Descriptive statistics
| Standard deviation | 397.94738 |
|---|---|
| Coefficient of variation (CV) | 2.0893909 |
| Kurtosis | 94.031815 |
| Mean | 190.46096 |
| Median Absolute Deviation (MAD) | 15.565 |
| Skewness | 9.3317385 |
| Sum | 33902.05 |
| Variance | 158362.12 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 110.62 | 2 | 1.0% |
| 99.55 | 2 | 1.0% |
| 106.58 | 2 | 1.0% |
| 149.9 | 1 | 0.5% |
| 114.24 | 1 | 0.5% |
| 162.74 | 1 | 0.5% |
| 109.32 | 1 | 0.5% |
| 267.51 | 1 | 0.5% |
| 120.27 | 1 | 0.5% |
| 113.53 | 1 | 0.5% |
| Other values (165) | 165 | |
| (Missing) | 17 | 8.7% |
| Value | Count | Frequency (%) |
| 99.03 | 1 | |
| 99.55 | 2 | |
| 99.7 | 1 | |
| 101.87 | 1 | |
| 102.51 | 1 | |
| 103.62 | 1 | |
| 103.87 | 1 | |
| 104.57 | 1 | |
| 104.9 | 1 | |
| 105.48 | 1 |
| Value | Count | Frequency (%) |
| 4583.71 | 1 | |
| 2740.27 | 1 | |
| 1344.19 | 1 | |
| 550.93 | 1 | |
| 418.34 | 1 | |
| 294.66 | 1 | |
| 288.57 | 1 | |
| 281.66 | 1 | |
| 268.36 | 1 | |
| 267.51 | 1 |
GDP
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 193 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.772959 × 1011 |
| Minimum | 47271463 |
|---|---|
| Maximum | 2.14277 × 1013 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 47271463 |
|---|---|
| 5-th percentile | 8.4054708 × 108 |
| Q1 | 8.4546196 × 109 |
| median | 3.4387229 × 1010 |
| Q3 | 2.3409404 × 1011 |
| 95-th percentile | 1.7777586 × 1012 |
| Maximum | 2.14277 × 1013 |
| Range | 2.1427653 × 1013 |
| Interquartile range (IQR) | 2.2563942 × 1011 |
Descriptive statistics
| Standard deviation | 2.1721734 × 1012 |
|---|---|
| Coefficient of variation (CV) | 4.5509994 |
| Kurtosis | 78.039315 |
| Mean | 4.772959 × 1011 |
| Median Absolute Deviation (MAD) | 3.2413571 × 1010 |
| Skewness | 8.578927 |
| Sum | 9.2118109 × 1013 |
| Variance | 4.7183371 × 1024 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2122450630 | 1 | 0.5% |
| 2.069287655 × 1011 | 1 | 0.5% |
| 1.252091529 × 1010 | 1 | 0.5% |
| 1.292814512 × 1010 | 1 | 0.5% |
| 4.481204289 × 1011 | 1 | 0.5% |
| 3.21 × 1010 | 1 | 0.5% |
| 1.022078107 × 1010 | 1 | 0.5% |
| 4.033363636 × 1011 | 1 | 0.5% |
| 7.698309493 × 1010 | 1 | 0.5% |
| 3.044 × 1011 | 1 | 0.5% |
| Other values (183) | 183 | |
| (Missing) | 2 | 1.0% |
| Value | Count | Frequency (%) |
| 47271463 | 1 | |
| 133000000 | 1 | |
| 194647202 | 1 | |
| 221278000 | 1 | |
| 283994900 | 1 | |
| 401932279 | 1 | |
| 429016605 | 1 | |
| 450353314 | 1 | |
| 596033333 | 1 | |
| 825385185 | 1 |
| Value | Count | Frequency (%) |
| 2.14277 × 1013 | 1 | |
| 1.991 × 1013 | 1 | |
| 5.081769542 × 1012 | 1 | |
| 3.845630031 × 1012 | 1 | |
| 2.827113185 × 1012 | 1 | |
| 2.715518274 × 1012 | 1 | |
| 2.611 × 1012 | 1 | |
| 2.029 × 1012 | 1 | |
| 2.001244392 × 1012 | 1 | |
| 1.839758041 × 1012 | 1 |
Population
Real number (ℝ)
HIGH CORRELATION
| Distinct | 194 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39831238 |
| Minimum | 836 |
|---|---|
| Maximum | 1.4257758 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 836 |
|---|---|
| 5-th percentile | 75275.1 |
| Q1 | 1962678 |
| median | 8826588 |
| Q3 | 28585490 |
| 95-th percentile | 1.2608841 × 108 |
| Maximum | 1.4257758 × 109 |
| Range | 1.425775 × 109 |
| Interquartile range (IQR) | 26622812 |
Descriptive statistics
| Standard deviation | 1.4927723 × 108 |
|---|---|
| Coefficient of variation (CV) | 3.7477426 |
| Kurtosis | 76.511365 |
| Mean | 39831238 |
| Median Absolute Deviation (MAD) | 8244381.5 |
| Skewness | 8.4594744 |
| Sum | 7.7272603 × 109 |
| Variance | 2.2283691 × 1016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 38041754 | 1 | 0.5% |
| 182790 | 1 | 0.5% |
| 6545502 | 1 | 0.5% |
| 23310715 | 1 | 0.5% |
| 200963599 | 1 | 0.5% |
| 25666161 | 1 | 0.5% |
| 1836713 | 1 | 0.5% |
| 5347896 | 1 | 0.5% |
| 5266535 | 1 | 0.5% |
| 216565318 | 1 | 0.5% |
| Other values (184) | 184 |
| Value | Count | Frequency (%) |
| 836 | 1 | |
| 10084 | 1 | |
| 11646 | 1 | |
| 18233 | 1 | |
| 33860 | 1 | |
| 38019 | 1 | |
| 38964 | 1 | |
| 52823 | 1 | |
| 58791 | 1 | |
| 71808 | 1 |
| Value | Count | Frequency (%) |
| 1425775850 | 1 | |
| 1425671352 | 1 | |
| 328239523 | 1 | |
| 270203917 | 1 | |
| 216565318 | 1 | |
| 212559417 | 1 | |
| 200963599 | 1 | |
| 167310838 | 1 | |
| 144373535 | 1 | |
| 126226568 | 1 |
Infant mortality
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 144 |
|---|---|
| Distinct (%) | 76.2% |
| Missing | 6 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.332804 |
| Minimum | 1.4 |
|---|---|
| Maximum | 84.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 1.4 |
|---|---|
| 5-th percentile | 2.24 |
| Q1 | 6 |
| median | 14 |
| Q3 | 32.7 |
| 95-th percentile | 62.36 |
| Maximum | 84.5 |
| Range | 83.1 |
| Interquartile range (IQR) | 26.7 |
Descriptive statistics
| Standard deviation | 19.548058 |
|---|---|
| Coefficient of variation (CV) | 0.91633795 |
| Kurtosis | 0.57417273 |
| Mean | 21.332804 |
| Median Absolute Deviation (MAD) | 10.4 |
| Skewness | 1.1585542 |
| Sum | 4031.9 |
| Variance | 382.12658 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.6 | 4 | 2.1% |
| 3.1 | 4 | 2.1% |
| 6.1 | 4 | 2.1% |
| 12.4 | 3 | 1.5% |
| 3.3 | 3 | 1.5% |
| 2.6 | 3 | 1.5% |
| 6.4 | 3 | 1.5% |
| 9.8 | 3 | 1.5% |
| 13.6 | 3 | 1.5% |
| 2.7 | 3 | 1.5% |
| Other values (134) | 156 | |
| (Missing) | 6 | 3.1% |
| Value | Count | Frequency (%) |
| 1.4 | 1 | 0.5% |
| 1.5 | 1 | 0.5% |
| 1.7 | 2 | |
| 1.8 | 1 | 0.5% |
| 1.9 | 2 | |
| 2.1 | 2 | |
| 2.2 | 1 | 0.5% |
| 2.3 | 2 | |
| 2.5 | 1 | 0.5% |
| 2.6 | 3 |
| Value | Count | Frequency (%) |
| 84.5 | 1 | |
| 78.5 | 1 | |
| 76.6 | 1 | |
| 75.7 | 1 | |
| 71.4 | 1 | |
| 68.2 | 1 | |
| 65.7 | 1 | |
| 64.9 | 1 | |
| 63.7 | 1 | |
| 62.6 | 1 |
Minimum wage
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 114 |
|---|---|
| Distinct (%) | 76.0% |
| Missing | 45 |
| Missing (%) | 23.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1941333 |
| Minimum | 0.01 |
|---|---|
| Maximum | 13.59 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.1435 |
| Q1 | 0.4025 |
| median | 1.045 |
| Q3 | 2.4475 |
| 95-th percentile | 10.218 |
| Maximum | 13.59 |
| Range | 13.58 |
| Interquartile range (IQR) | 2.045 |
Descriptive statistics
| Standard deviation | 2.9707959 |
|---|---|
| Coefficient of variation (CV) | 1.3539724 |
| Kurtosis | 4.2430329 |
| Mean | 2.1941333 |
| Median Absolute Deviation (MAD) | 0.7 |
| Skewness | 2.2020868 |
| Sum | 329.12 |
| Variance | 8.8256284 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2 | 3 | 1.5% |
| 0.41 | 3 | 1.5% |
| 0.34 | 2 | 1.0% |
| 2.25 | 2 | 1.0% |
| 0.53 | 2 | 1.0% |
| 0.35 | 2 | 1.0% |
| 1.12 | 2 | 1.0% |
| 0.6 | 2 | 1.0% |
| 0.25 | 2 | 1.0% |
| 1.23 | 2 | 1.0% |
| Other values (104) | 128 | |
| (Missing) | 45 | 23.1% |
| Value | Count | Frequency (%) |
| 0.01 | 2 | |
| 0.05 | 2 | |
| 0.09 | 2 | |
| 0.12 | 1 | |
| 0.13 | 1 | |
| 0.16 | 1 | |
| 0.17 | 1 | |
| 0.18 | 1 | |
| 0.21 | 1 | |
| 0.23 | 2 |
| Value | Count | Frequency (%) |
| 13.59 | 1 | |
| 13.05 | 1 | |
| 11.72 | 1 | |
| 11.49 | 1 | |
| 11.16 | 1 | |
| 10.79 | 1 | |
| 10.31 | 1 | |
| 10.29 | 1 | |
| 10.13 | 1 | |
| 9.99 | 1 |
Unemployment rate
Real number (ℝ)
MISSING
| Distinct | 164 |
|---|---|
| Distinct (%) | 93.2% |
| Missing | 19 |
| Missing (%) | 9.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.068863636 |
| Minimum | 0.0009 |
|---|---|
| Maximum | 0.2818 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.0009 |
|---|---|
| 5-th percentile | 0.013375 |
| Q1 | 0.03395 |
| median | 0.0536 |
| Q3 | 0.0949 |
| 95-th percentile | 0.174775 |
| Maximum | 0.2818 |
| Range | 0.2809 |
| Interquartile range (IQR) | 0.06095 |
Descriptive statistics
| Standard deviation | 0.050792164 |
|---|---|
| Coefficient of variation (CV) | 0.73757598 |
| Kurtosis | 1.8803977 |
| Mean | 0.068863636 |
| Median Absolute Deviation (MAD) | 0.02655 |
| Skewness | 1.3569113 |
| Sum | 12.12 |
| Variance | 0.0025798439 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0459 | 3 | 1.5% |
| 0.0633 | 2 | 1.0% |
| 0.1185 | 2 | 1.0% |
| 0.0434 | 2 | 1.0% |
| 0.0246 | 2 | 1.0% |
| 0.0556 | 2 | 1.0% |
| 0.0536 | 2 | 1.0% |
| 0.0332 | 2 | 1.0% |
| 0.0347 | 2 | 1.0% |
| 0.0411 | 2 | 1.0% |
| Other values (154) | 155 | |
| (Missing) | 19 | 9.7% |
| Value | Count | Frequency (%) |
| 0.0009 | 1 | |
| 0.0047 | 1 | |
| 0.0058 | 1 | |
| 0.0063 | 1 | |
| 0.0068 | 1 | |
| 0.0071 | 1 | |
| 0.0075 | 1 | |
| 0.0103 | 1 | |
| 0.0112 | 1 | |
| 0.0141 | 1 |
| Value | Count | Frequency (%) |
| 0.2818 | 1 | |
| 0.2341 | 1 | |
| 0.2071 | 1 | |
| 0.2027 | 1 | |
| 0.2 | 1 | |
| 0.1888 | 1 | |
| 0.1856 | 1 | |
| 0.1842 | 1 | |
| 0.1819 | 1 | |
| 0.1724 | 1 |
Population: Labor force participation (%)
Real number (ℝ)
MISSING
| Distinct | 145 |
|---|---|
| Distinct (%) | 82.4% |
| Missing | 19 |
| Missing (%) | 9.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.62738068 |
| Minimum | 0.38 |
|---|---|
| Maximum | 0.868 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.38 |
|---|---|
| 5-th percentile | 0.4455 |
| Q1 | 0.5615 |
| median | 0.6245 |
| Q3 | 0.695 |
| 95-th percentile | 0.80825 |
| Maximum | 0.868 |
| Range | 0.488 |
| Interquartile range (IQR) | 0.1335 |
Descriptive statistics
| Standard deviation | 0.10502907 |
|---|---|
| Coefficient of variation (CV) | 0.16740884 |
| Kurtosis | -0.30696739 |
| Mean | 0.62738068 |
| Median Absolute Deviation (MAD) | 0.065 |
| Skewness | -0.015166251 |
| Sum | 110.419 |
| Variance | 0.011031106 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.688 | 3 | 1.5% |
| 0.651 | 3 | 1.5% |
| 0.72 | 3 | 1.5% |
| 0.68 | 2 | 1.0% |
| 0.838 | 2 | 1.0% |
| 0.64 | 2 | 1.0% |
| 0.699 | 2 | 1.0% |
| 0.724 | 2 | 1.0% |
| 0.565 | 2 | 1.0% |
| 0.664 | 2 | 1.0% |
| Other values (135) | 153 | |
| (Missing) | 19 | 9.7% |
| Value | Count | Frequency (%) |
| 0.38 | 1 | |
| 0.393 | 1 | |
| 0.412 | 1 | |
| 0.42 | 1 | |
| 0.43 | 1 | |
| 0.431 | 1 | |
| 0.433 | 1 | |
| 0.437 | 1 | |
| 0.441 | 1 | |
| 0.447 | 1 |
| Value | Count | Frequency (%) |
| 0.868 | 1 | |
| 0.861 | 1 | |
| 0.838 | 2 | |
| 0.837 | 1 | |
| 0.834 | 1 | |
| 0.831 | 1 | |
| 0.823 | 1 | |
| 0.821 | 1 | |
| 0.804 | 1 | |
| 0.796 | 1 |
temperature change per country in 2022
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 195 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.6 KiB |
temperature
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 143 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 49 |
| Missing (%) | 25.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.893425 |
| Minimum | -4.21 |
|---|---|
| Maximum | 32.15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3 |
| Negative (%) | 1.5% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | -4.21 |
|---|---|
| 5-th percentile | 3.285 |
| Q1 | 12.405 |
| median | 23.85 |
| Q3 | 26.735 |
| 95-th percentile | 29.7775 |
| Maximum | 32.15 |
| Range | 36.36 |
| Interquartile range (IQR) | 14.33 |
Descriptive statistics
| Standard deviation | 8.7701592 |
|---|---|
| Coefficient of variation (CV) | 0.44085719 |
| Kurtosis | -0.50277294 |
| Mean | 19.893425 |
| Median Absolute Deviation (MAD) | 4.72 |
| Skewness | -0.72390016 |
| Sum | 2904.44 |
| Variance | 76.915693 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 26.42 | 2 | 1.0% |
| 24.66 | 2 | 1.0% |
| 11.38 | 2 | 1.0% |
| 23.12 | 1 | 0.5% |
| 27.61 | 1 | 0.5% |
| 24.53 | 1 | 0.5% |
| 27.53 | 1 | 0.5% |
| 27.01 | 1 | 0.5% |
| 25.35 | 1 | 0.5% |
| 23.46 | 1 | 0.5% |
| Other values (133) | 133 | |
| (Missing) | 49 | 25.1% |
| Value | Count | Frequency (%) |
| -4.21 | 1 | |
| -3.57 | 1 | |
| -0.29 | 1 | |
| 0.15 | 1 | |
| 0.93 | 1 | |
| 2.11 | 1 | |
| 2.7 | 1 | |
| 3.04 | 1 | |
| 4.02 | 1 | |
| 5.33 | 1 |
| Value | Count | Frequency (%) |
| 32.15 | 1 | |
| 31.42 | 1 | |
| 31.36 | 1 | |
| 31.31 | 1 | |
| 30.98 | 1 | |
| 30.92 | 1 | |
| 30.78 | 1 | |
| 29.8 | 1 | |
| 29.71 | 1 | |
| 29.48 | 1 |
ideal temperature?
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 195 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 117 | |
| 1 | 78 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 117 | |
| 1 | 78 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 117 | |
| 1 | 78 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 195 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 117 | |
| 1 | 78 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 195 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 117 | |
| 1 | 78 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 195 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 117 | |
| 1 | 78 |
Precipitation Depth (mm/year)
Real number (ℝ)
MISSING
| Distinct | 172 |
|---|---|
| Distinct (%) | 95.6% |
| Missing | 15 |
| Missing (%) | 7.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1170.0228 |
| Minimum | 18.1 |
|---|---|
| Maximum | 3240 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 18.1 |
|---|---|
| 5-th percentile | 120.5 |
| Q1 | 564.25 |
| median | 1031 |
| Q3 | 1706.75 |
| 95-th percentile | 2703 |
| Maximum | 3240 |
| Range | 3221.9 |
| Interquartile range (IQR) | 1142.5 |
Descriptive statistics
| Standard deviation | 800.55786 |
|---|---|
| Coefficient of variation (CV) | 0.68422416 |
| Kurtosis | -0.41209861 |
| Mean | 1170.0228 |
| Median Absolute Deviation (MAD) | 536.5 |
| Skewness | 0.64711645 |
| Sum | 210604.1 |
| Variance | 640892.88 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1274 | 2 | 1.0% |
| 1500 | 2 | 1.0% |
| 228 | 2 | 1.0% |
| 250 | 2 | 1.0% |
| 2200 | 2 | 1.0% |
| 788 | 2 | 1.0% |
| 900 | 2 | 1.0% |
| 282 | 2 | 1.0% |
| 1414 | 1 | 0.5% |
| 2280 | 1 | 0.5% |
| Other values (162) | 162 | |
| (Missing) | 15 | 7.7% |
| Value | Count | Frequency (%) |
| 18.1 | 1 | |
| 56 | 1 | |
| 59 | 1 | |
| 74 | 1 | |
| 78 | 1 | |
| 83 | 1 | |
| 89 | 1 | |
| 92 | 1 | |
| 111 | 1 | |
| 121 | 1 |
| Value | Count | Frequency (%) |
| 3240 | 1 | |
| 3200 | 1 | |
| 3142 | 1 | |
| 3028 | 1 | |
| 2928 | 1 | |
| 2926 | 1 | |
| 2880 | 1 | |
| 2875 | 1 | |
| 2722 | 1 | |
| 2702 | 1 |
Gini's index
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 114 |
|---|---|
| Distinct (%) | 76.0% |
| Missing | 45 |
| Missing (%) | 23.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.995333 |
| Minimum | 23.2 |
|---|---|
| Maximum | 63 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 23.2 |
|---|---|
| 5-th percentile | 26.045 |
| Q1 | 31.7 |
| median | 36 |
| Q3 | 41.175 |
| 95-th percentile | 51.255 |
| Maximum | 63 |
| Range | 39.8 |
| Interquartile range (IQR) | 9.475 |
Descriptive statistics
| Standard deviation | 7.6583975 |
|---|---|
| Coefficient of variation (CV) | 0.20700982 |
| Kurtosis | 0.43885035 |
| Mean | 36.995333 |
| Median Absolute Deviation (MAD) | 4.9 |
| Skewness | 0.71391747 |
| Sum | 5549.3 |
| Variance | 58.651052 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 30.7 | 4 | 2.1% |
| 38.8 | 3 | 1.5% |
| 36.8 | 3 | 1.5% |
| 36 | 3 | 1.5% |
| 26 | 3 | 1.5% |
| 31.7 | 3 | 1.5% |
| 34.2 | 3 | 1.5% |
| 29.6 | 2 | 1.0% |
| 37.1 | 2 | 1.0% |
| 29.5 | 2 | 1.0% |
| Other values (104) | 122 | |
| (Missing) | 45 | 23.1% |
| Value | Count | Frequency (%) |
| 23.2 | 1 | 0.5% |
| 24 | 1 | 0.5% |
| 24.4 | 1 | 0.5% |
| 25.6 | 1 | 0.5% |
| 25.7 | 1 | 0.5% |
| 26 | 3 | |
| 26.1 | 1 | 0.5% |
| 26.2 | 1 | 0.5% |
| 27.1 | 1 | 0.5% |
| 27.5 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 63 | 1 | |
| 59.1 | 1 | |
| 55.9 | 1 | |
| 54.6 | 1 | |
| 53.3 | 1 | |
| 52.9 | 1 | |
| 51.5 | 1 | |
| 51.3 | 1 | |
| 51.2 | 1 | |
| 50.9 | 1 |
GDP per capita
Real number (ℝ)
HIGH CORRELATION
| Distinct | 194 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15608.147 |
| Minimum | 0 |
|---|---|
| Maximum | 184396.99 |
| Zeros | 1 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 503.64107 |
| Q1 | 1851.6887 |
| median | 5768.6864 |
| Q3 | 17370.407 |
| 95-th percentile | 61557.967 |
| Maximum | 184396.99 |
| Range | 184396.99 |
| Interquartile range (IQR) | 15518.719 |
Descriptive statistics
| Standard deviation | 25228.362 |
|---|---|
| Coefficient of variation (CV) | 1.6163586 |
| Kurtosis | 17.943207 |
| Mean | 15608.147 |
| Median Absolute Deviation (MAD) | 4775.156 |
| Skewness | 3.6219339 |
| Sum | 3027980.4 |
| Variance | 6.3647027 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 502.1154869 | 1 | 0.5% |
| 11611.41545 | 1 | 0.5% |
| 1912.903745 | 1 | 0.5% |
| 554.6009687 | 1 | 0.5% |
| 2229.858696 | 1 | 0.5% |
| 1250.673991 | 1 | 0.5% |
| 5564.713196 | 1 | 0.5% |
| 75419.63487 | 1 | 0.5% |
| 14617.40878 | 1 | 0.5% |
| 1405.580556 | 1 | 0.5% |
| Other values (184) | 184 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 261.2474725 | 1 | |
| 305.6890707 | 1 | |
| 326.0630992 | 1 | |
| 411.5523404 | 1 | |
| 441.5056034 | 1 | |
| 467.9074407 | 1 | |
| 478.1543714 | 1 | |
| 491.8047231 | 1 | |
| 502.1154869 | 1 |
| Value | Count | Frequency (%) |
| 184396.9868 | 1 | |
| 172357.4723 | 1 | |
| 110172.3731 | 1 | |
| 81993.72715 | 1 | |
| 77629.98899 | 1 | |
| 75419.63487 | 1 | |
| 66944.82551 | 1 | |
| 65280.68224 | 1 | |
| 65233.28244 | 1 | |
| 64781.7332 | 1 |
Human Development Index (2021)
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 160 |
|---|---|
| Distinct (%) | 84.2% |
| Missing | 5 |
| Missing (%) | 2.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.71887368 |
| Minimum | 0.385 |
|---|---|
| Maximum | 0.962 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.385 |
|---|---|
| 5-th percentile | 0.4704 |
| Q1 | 0.59825 |
| median | 0.735 |
| Q3 | 0.83175 |
| 95-th percentile | 0.93955 |
| Maximum | 0.962 |
| Range | 0.577 |
| Interquartile range (IQR) | 0.2335 |
Descriptive statistics
| Standard deviation | 0.15074097 |
|---|---|
| Coefficient of variation (CV) | 0.20969049 |
| Kurtosis | -0.87611491 |
| Mean | 0.71887368 |
| Median Absolute Deviation (MAD) | 0.119 |
| Skewness | -0.28399476 |
| Sum | 136.586 |
| Variance | 0.022722841 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.745 | 4 | 2.1% |
| 0.767 | 3 | 1.5% |
| 0.875 | 3 | 1.5% |
| 0.802 | 3 | 1.5% |
| 0.607 | 3 | 1.5% |
| 0.593 | 2 | 1.0% |
| 0.535 | 2 | 1.0% |
| 0.855 | 2 | 1.0% |
| 0.558 | 2 | 1.0% |
| 0.809 | 2 | 1.0% |
| Other values (150) | 164 | |
| (Missing) | 5 | 2.6% |
| Value | Count | Frequency (%) |
| 0.385 | 1 | |
| 0.394 | 1 | |
| 0.4 | 1 | |
| 0.404 | 1 | |
| 0.426 | 1 | |
| 0.428 | 1 | |
| 0.446 | 1 | |
| 0.449 | 1 | |
| 0.455 | 1 | |
| 0.465 | 1 |
| Value | Count | Frequency (%) |
| 0.962 | 1 | |
| 0.961 | 1 | |
| 0.959 | 1 | |
| 0.951 | 1 | |
| 0.948 | 1 | |
| 0.947 | 1 | |
| 0.945 | 1 | |
| 0.942 | 1 | |
| 0.941 | 1 | |
| 0.94 | 1 |
Prevalence of moderate or severe food insecurity in the total population (percent) (2022)
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 128 |
|---|---|
| Distinct (%) | 87.1% |
| Missing | 48 |
| Missing (%) | 24.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.729932 |
| Minimum | 2.7 |
|---|---|
| Maximum | 92.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2.7 |
|---|---|
| 5-th percentile | 5.86 |
| Q1 | 11.5 |
| median | 31.1 |
| Q3 | 58.55 |
| 95-th percentile | 83.44 |
| Maximum | 92.2 |
| Range | 89.5 |
| Interquartile range (IQR) | 47.05 |
Descriptive statistics
| Standard deviation | 26.384991 |
|---|---|
| Coefficient of variation (CV) | 0.73845622 |
| Kurtosis | -0.99442281 |
| Mean | 35.729932 |
| Median Absolute Deviation (MAD) | 21.5 |
| Skewness | 0.55223192 |
| Sum | 5252.3 |
| Variance | 696.16773 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6.9 | 3 | 1.5% |
| 6 | 2 | 1.0% |
| 9.6 | 2 | 1.0% |
| 15.4 | 2 | 1.0% |
| 76.6 | 2 | 1.0% |
| 37.1 | 2 | 1.0% |
| 6.5 | 2 | 1.0% |
| 11.5 | 2 | 1.0% |
| 10 | 2 | 1.0% |
| 25.9 | 2 | 1.0% |
| Other values (118) | 126 | |
| (Missing) | 48 | 24.6% |
| Value | Count | Frequency (%) |
| 2.7 | 1 | |
| 3.2 | 1 | |
| 3.6 | 1 | |
| 5 | 1 | |
| 5.3 | 2 | |
| 5.7 | 1 | |
| 5.8 | 1 | |
| 6 | 2 | |
| 6.5 | 2 | |
| 6.8 | 1 |
| Value | Count | Frequency (%) |
| 92.2 | 1 | |
| 90.3 | 1 | |
| 88.6 | 1 | |
| 87.4 | 1 | |
| 84.7 | 1 | |
| 84.6 | 1 | |
| 84.3 | 1 | |
| 83.8 | 1 | |
| 82.6 | 1 | |
| 82 | 1 |
| Agricultural Land( %) | Co2-Emissions per ton | CPI | GDP | Population | Infant mortality | Minimum wage | Unemployment rate | Population: Labor force participation (%) | temperature | Precipitation Depth (mm/year) | Gini's index | GDP per capita | Human Development Index (2021) | Prevalence of moderate or severe food insecurity in the total population (percent) (2022) | ideal temperature? | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Agricultural Land( %) | 1.000 | 0.074 | 0.232 | 0.078 | 0.277 | 0.200 | -0.191 | 0.056 | -0.151 | -0.081 | -0.249 | 0.112 | -0.287 | -0.214 | 0.146 | 0.000 |
| Co2-Emissions per ton | 0.074 | 1.000 | 0.061 | 0.948 | 0.728 | -0.448 | 0.307 | -0.050 | -0.190 | -0.258 | -0.312 | -0.174 | 0.403 | 0.475 | -0.532 | 0.037 |
| CPI | 0.232 | 0.061 | 1.000 | 0.008 | 0.338 | 0.434 | -0.489 | 0.057 | 0.032 | 0.142 | 0.046 | 0.249 | -0.483 | -0.421 | 0.390 | 0.000 |
| GDP | 0.078 | 0.948 | 0.008 | 1.000 | 0.747 | -0.461 | 0.334 | -0.110 | -0.135 | -0.250 | -0.213 | -0.159 | 0.430 | 0.510 | -0.557 | 0.000 |
| Population | 0.277 | 0.728 | 0.338 | 0.747 | 1.000 | 0.120 | -0.157 | -0.141 | -0.032 | 0.098 | -0.198 | 0.130 | -0.201 | -0.105 | -0.009 | 0.114 |
| Infant mortality | 0.200 | -0.448 | 0.434 | -0.461 | 0.120 | 1.000 | -0.728 | -0.020 | 0.169 | 0.594 | 0.096 | 0.445 | -0.873 | -0.932 | 0.848 | 0.315 |
| Minimum wage | -0.191 | 0.307 | -0.489 | 0.334 | -0.157 | -0.728 | 1.000 | 0.108 | -0.235 | -0.397 | -0.074 | -0.282 | 0.824 | 0.774 | -0.625 | 0.318 |
| Unemployment rate | 0.056 | -0.050 | 0.057 | -0.110 | -0.141 | -0.020 | 0.108 | 1.000 | -0.494 | -0.201 | -0.213 | 0.121 | 0.055 | 0.041 | 0.054 | 0.131 |
| Population: Labor force participation (%) | -0.151 | -0.190 | 0.032 | -0.135 | -0.032 | 0.169 | -0.235 | -0.494 | 1.000 | 0.258 | 0.239 | 0.326 | -0.136 | -0.179 | 0.187 | 0.225 |
| temperature | -0.081 | -0.258 | 0.142 | -0.250 | 0.098 | 0.594 | -0.397 | -0.201 | 0.258 | 1.000 | 0.236 | 0.481 | -0.462 | -0.580 | 0.646 | 0.880 |
| Precipitation Depth (mm/year) | -0.249 | -0.312 | 0.046 | -0.213 | -0.198 | 0.096 | -0.074 | -0.213 | 0.239 | 0.236 | 1.000 | 0.233 | -0.035 | -0.103 | 0.106 | 0.380 |
| Gini's index | 0.112 | -0.174 | 0.249 | -0.159 | 0.130 | 0.445 | -0.282 | 0.121 | 0.326 | 0.481 | 0.233 | 1.000 | -0.368 | -0.462 | 0.590 | 0.345 |
| GDP per capita | -0.287 | 0.403 | -0.483 | 0.430 | -0.201 | -0.873 | 0.824 | 0.055 | -0.136 | -0.462 | -0.035 | -0.368 | 1.000 | 0.940 | -0.806 | 0.188 |
| Human Development Index (2021) | -0.214 | 0.475 | -0.421 | 0.510 | -0.105 | -0.932 | 0.774 | 0.041 | -0.179 | -0.580 | -0.103 | -0.462 | 0.940 | 1.000 | -0.867 | 0.339 |
| Prevalence of moderate or severe food insecurity in the total population (percent) (2022) | 0.146 | -0.532 | 0.390 | -0.557 | -0.009 | 0.848 | -0.625 | 0.054 | 0.187 | 0.646 | 0.106 | 0.590 | -0.806 | -0.867 | 1.000 | 0.288 |
| ideal temperature? | 0.000 | 0.037 | 0.000 | 0.000 | 0.114 | 0.315 | 0.318 | 0.131 | 0.225 | 0.880 | 0.380 | 0.345 | 0.188 | 0.339 | 0.288 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| Country | Country Code | Agricultural Land( %) | Co2-Emissions per ton | CPI | GDP | Population | Infant mortality | Minimum wage | Unemployment rate | Population: Labor force participation (%) | temperature change per country in 2022 | temperature | ideal temperature? | Precipitation Depth (mm/year) | Gini's index | GDP per capita | Human Development Index (2021) | Prevalence of moderate or severe food insecurity in the total population (percent) (2022) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Afghanistan | AFG | 0.581 | 8672.0 | 149.90 | 1.910135e+10 | 38041754.0 | 47.9 | 0.43 | 0.1112 | 0.489 | NaN | NaN | 0 | 327.0 | NaN | 502.115487 | 0.478 | 82.6 |
| 1 | Albania | ALB | 0.431 | 4536.0 | 119.05 | 1.527808e+10 | 2854191.0 | 7.8 | 1.12 | 0.1233 | 0.557 | NaN | 15.97 | 0 | 1485.0 | 29.4 | 5352.857411 | 0.796 | 33.1 |
| 2 | Algeria | NaN | 0.174 | 150006.0 | 151.36 | 1.699882e+11 | 43053054.0 | 20.1 | 0.95 | 0.1170 | 0.412 | NaN | 26.30 | 1 | 89.0 | 27.6 | 3948.343279 | 0.745 | 22.6 |
| 3 | Andorra | NaN | 0.400 | 469.0 | NaN | 3.154058e+09 | 77142.0 | 2.7 | 6.63 | NaN | NaN | NaN | NaN | 0 | NaN | NaN | 40886.391162 | 0.858 | NaN |
| 4 | Angola | NaN | 0.475 | 34693.0 | 261.73 | 9.463542e+10 | 31825295.0 | 51.6 | 0.71 | 0.0689 | 0.775 | NaN | 26.69 | 1 | 1010.0 | 51.3 | 2973.591160 | 0.586 | 79.9 |
| 5 | Antigua and Barbuda | NaN | 0.205 | 557.0 | 113.81 | 1.727759e+09 | 97118.0 | 5.0 | 3.04 | NaN | NaN | NaN | NaN | 0 | 1030.0 | NaN | 17790.309304 | 0.788 | 36.5 |
| 6 | Argentina | NaN | 0.543 | 201348.0 | 232.75 | 4.496634e+11 | 44938712.0 | 8.8 | 3.35 | 0.0979 | 0.613 | NaN | 16.75 | 0 | 591.0 | 42.0 | 10006.148974 | 0.842 | 40.5 |
| 7 | Armenia | NaN | 0.589 | 5156.0 | 129.18 | 1.367280e+10 | 2957731.0 | 11.0 | 0.66 | 0.1699 | 0.556 | NaN | 7.56 | 0 | 562.0 | 27.9 | 4622.733493 | 0.759 | 8.3 |
| 8 | Australia | NaN | 0.482 | 375908.0 | 119.80 | 1.392681e+12 | 25766605.0 | 3.1 | 13.59 | 0.0527 | 0.655 | NaN | 24.35 | 1 | 534.0 | 34.3 | 54049.828812 | 0.951 | 13.2 |
| 9 | Austria | NaN | 0.324 | 61448.0 | 118.06 | 4.463147e+11 | 8877067.0 | 2.9 | NaN | 0.0467 | 0.607 | NaN | 9.04 | 0 | 1110.0 | 29.8 | 50277.275087 | 0.916 | 5.3 |
| Country | Country Code | Agricultural Land( %) | Co2-Emissions per ton | CPI | GDP | Population | Infant mortality | Minimum wage | Unemployment rate | Population: Labor force participation (%) | temperature change per country in 2022 | temperature | ideal temperature? | Precipitation Depth (mm/year) | Gini's index | GDP per capita | Human Development Index (2021) | Prevalence of moderate or severe food insecurity in the total population (percent) (2022) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 185 | United Kingdom | NaN | 0.717 | 379025.0 | 119.62 | 2.827113e+12 | 66834405.0 | 3.6 | 10.13 | 0.0385 | 0.628 | NaN | 10.43 | 0 | 1220.0 | 32.6 | 42300.267126 | 0.929 | 5.0 |
| 186 | United States | NaN | 0.444 | 5006302.0 | 117.24 | 2.142770e+13 | 328239523.0 | 5.6 | 7.25 | 0.1470 | 0.620 | NaN | 8.04 | 0 | 715.0 | 39.8 | 65280.682241 | 0.921 | 7.9 |
| 187 | Uruguay | NaN | 0.826 | 6766.0 | 202.92 | 5.604591e+10 | 3461734.0 | 6.4 | 1.66 | 0.0873 | 0.640 | NaN | 20.39 | 1 | 1300.0 | 40.8 | 16190.126957 | 0.809 | 16.3 |
| 188 | Uzbekistan | NaN | 0.629 | 91811.0 | NaN | 5.792129e+10 | 33580650.0 | 19.1 | 0.24 | 0.0592 | 0.651 | NaN | 14.30 | 0 | 206.0 | NaN | 1724.841134 | 0.727 | 28.7 |
| 189 | Vanuatu | NaN | 0.153 | 147.0 | 117.13 | 9.170589e+08 | 299882.0 | 22.3 | 1.56 | 0.0439 | 0.699 | NaN | NaN | 0 | 2000.0 | 32.3 | 3058.065676 | 0.607 | 25.5 |
| 190 | Venezuela | NaN | 0.245 | 164175.0 | 2740.27 | 4.823593e+11 | 28515829.0 | 21.4 | 0.01 | 0.0880 | 0.597 | NaN | NaN | 0 | 2044.0 | NaN | 16915.493453 | 0.691 | NaN |
| 191 | Vietnam | NaN | 0.393 | 192668.0 | 163.52 | 2.619212e+11 | 96462106.0 | 16.5 | 0.73 | 0.0201 | 0.774 | NaN | 24.66 | 1 | 1821.0 | 36.8 | 2715.276036 | 0.703 | 10.0 |
| 192 | Yemen | NaN | 0.446 | 10609.0 | 157.58 | 2.691440e+10 | 29161922.0 | 42.9 | NaN | 0.1291 | 0.380 | NaN | NaN | 0 | 167.0 | 36.7 | 922.929642 | 0.455 | 71.2 |
| 193 | Zambia | NaN | 0.321 | 5141.0 | 212.31 | 2.306472e+10 | 17861030.0 | 40.4 | 0.24 | 0.1143 | 0.746 | NaN | 26.75 | 1 | 1020.0 | 55.9 | 1291.343357 | 0.565 | 76.0 |
| 194 | Zimbabwe | NaN | 0.419 | 10983.0 | 105.51 | 2.144076e+10 | 14645468.0 | 33.9 | NaN | 0.0495 | 0.831 | NaN | 25.37 | 1 | 657.0 | 50.3 | 1463.985910 | 0.593 | 77.8 |